ReviewAnimals : an open access journal from MDPI2026
The Use of Simulators in Training for Bovine Reproductive Procedures: A Scoping Review.
Review in Animals : an open access journal from MDPI, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
0 citing papers in PubMed.
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Corrections and comments
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Authors and funding
3 authors.
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Abstract
Training in bovine reproduction requires not only technical proficiency but also ethical responsibility and adherence to animal-welfare standards. Traditional instruction relies heavily on repeated practice in abattoir-collected specimens and live cattle, raising concerns about stress, variability, logistical constraints, and student anxiety. Simulation-based education (SBE) has therefore emerged as a pedagogically robust and ethically sound complement to clinical teaching, enabling learners to acquire psychomotor and cognitive skills in structured, low-risk environments. This scoping review synthesizes current evidence on validated simulators used to train bovine reproductive procedures, with particular emphasis on artificial insemination, transrectal palpation, and pregnancy diagnosis. Following Arksey and O'Malley's framework, a comprehensive search of three international databases identified 13 eligible studies that described simulator typologies, validation approaches, implementation strategies, and educational outcomes. Simulators ranged from low-cost handmade models to high-fidelity haptic and hybrid systems, each offering distinct advantages across diverse instructional contexts. Evidence consistently showed that simulator-based training improves anatomical orientation, technical performance, procedural efficiency, and learner confidence, while reducing anxiety and the need for novice practice on live cattle. However, validation standards remain inconsistent, long-term transfer to clinical practice is poorly documented, and most commercial models inadequately represent
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